Transform idle inventory, excess capacity, and physical assets into synthetic purchasing power. CascadAI utilizes vector matching, differential privacy, and Stripe sandboxed dual-escrows to settle exchanges without depleting corporate cash reserves.
CascadAI replaces legacy manual bartering with high-performance mathematical value alignment, bank-grade vaulting, and transaction privacy.
Calculates semantic similarity between corporate seeking-intent and inventory listings. Leverages multi-dimensional embedding generation and PostgreSQL pgvector databases to map and recommend highly aligned transactions in sub-milliseconds.
Injects calibrated Laplace noise into stored multi-dimensional vectors. This safeguards user trade intents against mathematical model-inversion attacks, preventing malicious DB scrapers from reverse-engineering corporate inventories.
Upload corporate documentation and physical valuations securely. Files are vaulted in isolated Cloudflare R2 vaults and accessed strictly via ephemeral, dynamically signed 15-minute AWS S3-compatible URLs.
Eliminates settlement counterparty risk. When a matched swap is accepted, both members deposit required cash transaction fees and fractional gap settlements into Stripe escrow accounts. Settle only when exchange conditions are verified.
Our infrastructure utilizes Google Cloud VPC perimeters, serverless access connectors, and Cloudflare Zero-Trust tunnels to isolate databases and API cores from direct public exposure.
Intercepts incoming DNS and HTTPS requests. Mitigates DDoS, enforces TLS 1.3, and filters browser integrity anomalies.
Eliminates open firewall ports. Connects the public domain to GCP via persistent outbound sidecar connections.
GCP Serverless containers scaling dynamically. API ingress is locked down to "INTERNAL ONLY", reachable solely via tunnel.
Routes outbound database traffic and secure Stripe webhook payloads across dedicated internal subnets without public IPs.
Private database tier configured with HNSW cosine indexes. Fully isolated VPC. Audited continuously with pgAudit.
Scalable subscriptions designed to fit growing SMEs, established service providers, and large-scale industrial barter enterprises.
Combining institutional cybersecurity, custom artificial intelligence, and database infrastructure engineering to build the future of B2B asset-backed exchanges.
Directs CascadAI's security perimeter, Zero-Trust network postures, and core artificial intelligence architectures. Architected the semantic matchmaking core running on pgvector, structured RAG-grounded support classification frameworks, and implemented the Laplace noise differential privacy shields for sensitive corporate transaction vaults.
A seasoned database administrator directing CascadAI's high-performance transaction storage systems and Google Cloud topography. Orchestrated the regional PostgreSQL data tier, high-throughput HNSW vector index layouts, serverless VPC access configurations, and integrated Stripe sandbox subscription life cycle APIs.